krugman, Twitter, 8/7/2020 12:06:27 AM, 232042


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krugman_2020-08-06_08-00-01.xlsx
krugman_2020-08-06_08-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
krugman via NodeXL https://bit.ly/3ikiWGr
@paulkrugman
@nytimes
@antipiretico1
@ecatetriformis
@la_manina__
@becketadams
@maxnordau
@gearle3
@dlacalle_ia
@cnn

Top hashtags:
#coronavirus
#salvinisomaro
#smartnews
#covid19
#krugman
#republicans
#conte
#republicansvirus

Description:
Description
The graph represents a network of 8,119 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 15:06 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 20-hour, 28-minute period from Saturday, 25 July 2020 at 03:28 UTC to Wednesday, 05 August 2020 at 23:57 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 8119
Unique Edges : 4886
Edges With Duplicates : 8870
Total Edges : 13756
Number of Edge Types : 5
Replies to : 1650
Mentions : 2051
Tweet : 1774
Retweet : 3886
MentionsInRetweet : 4395
Self-Loops : 1831
Reciprocated Vertex Pair Ratio : 0.0153825394683578
Reciprocated Edge Ratio : 0.0302990033222591
Connected Components : 1828
Single-Vertex Connected Components : 1038
Maximum Vertices in a Connected Component : 4132
Maximum Edges in a Connected Component : 8750
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.075979
Graph Density : 0.000114170766269577
Modularity : 0.568812
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,119 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 15:06 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 20-hour, 28-minute period from Saturday, 25 July 2020 at 03:28 UTC to Wednesday, 05 August 2020 at 23:57 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : krugman
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[173] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[122] https://www.dailykos.com/stories/2020/7/27/1964368/-We-re-all-living-the-Republican-dream-right-now-Do-you-like-it
[83] https://www.rawstory.com/2020/07/trump-is-a-nightmare-that-refuses-to-go-away-paul-krugman/
[63] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html?referringSource=articleShare
[62] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html?smid=tw-share
[51] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html
[42] https://www.salon.com/2020/07/27/paul-krugman-condemns-republicans-for-planning-to-cut-unemployment-as-the-crisis-deepens_partner/
[41] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/
[40] https://www.tpi.it/esteri/new-york-times-paul-krugman-italia-modello-per-coronavirus-20200725640910/
[40] https://www.ilfattoquotidiano.it/2020/07/24/perche-lamerica-non-puo-essere-come-litalia-li-non-ci-sono-incapaci-il-premio-nobel-krugman-promuove-la-gestione-covid-di-roma/5879238/

Top URLs in Tweet in G1:
[112] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[72] https://www.dailykos.com/stories/2020/7/27/1964368/-We-re-all-living-the-Republican-dream-right-now-Do-you-like-it
[30] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html?smid=tw-share
[26] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html
[25] https://www.rawstory.com/2020/07/economist-paul-krugman-gops-cult-of-selfishness-informed-its-destructive-response-to/
[19] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/
[18] https://www.huffpost.com/entry/paul-krugman-economy-prediction-coronavirus_n_5f2138a0c5b66859f1f40147
[16] https://www.ilfattoquotidiano.it/2020/07/24/perche-lamerica-non-puo-essere-come-litalia-li-non-ci-sono-incapaci-il-premio-nobel-krugman-promuove-la-gestione-covid-di-roma/5879238/
[16] https://www.sltrib.com/opinion/commentary/2020/08/02/paul-krugman-nightmare/
[13] https://www.rawstory.com/2020/07/trump-is-a-nightmare-that-refuses-to-go-away-paul-krugman/

Top URLs in Tweet in G2:
[7] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html?referringSource=articleShare
[5] https://www.foxnews.com/media/new-york-times-paul-krugman-hacker-child-pornography
[5] https://twitter.com/DavidCornDC/status/1288160069473853440
[4] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[3] https://www.nationalreview.com/2020/07/paul-krugman-dishonest-selective-outrage-coronavirus/
[2] https://www.cnn.com/videos/tv/2020/07/31/amanpour-krugman-gdp-coronavirus-unemployment.cnn
[2] https://krugman.blogs.nytimes.com/2012/06/02/florida-versus-spain/
[2] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[2] https://futuros.sura-am.com/hay-festival/paul-krugman/
[2] https://m.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall?detail=emaildkre

Top URLs in Tweet in G3:
[15] https://www.tpi.it/esteri/new-york-times-paul-krugman-italia-modello-per-coronavirus-20200725640910/
[6] https://it.businessinsider.com/usa-invidiano-italia-coronavirus-covid-krugman-nobel-new-york-times/?ref=fbpp
[2] https://it.businessinsider.com/usa-invidiano-italia-coronavirus-covid-krugman-nobel-new-york-times/
[1] https://it.businessinsider.com/usa-invidiano-italia-coronavirus-covid-krugman-nobel-new-york-times/?ref=fbpr&fbclid=IwAR34LUjEJu7yNF1xeZ_LRNykaARTJBN6-j2SFzXhX5ocWlBnZ5iLk_OCaVo&fbclid=IwAR0PlMEJClqoM_cIEAw7ymOkg2hX7opNaj2ngpOssj4q0REzpUm05H2iGaU
[1] https://www.ilfattoquotidiano.it/2020/07/24/perche-lamerica-non-puo-essere-come-litalia-li-non-ci-sono-incapaci-il-premio-nobel-krugman-promuove-la-gestione-covid-di-roma/5879238/

Top URLs in Tweet in G4:
[6] https://twitter.com/paulkrugman/status/1286624035195977731
[2] https://twitter.com/RBPundit/status/1286644255344201728
[1] https://twitter.com/paulkrugman/status/1285204232283607041
[1] https://www.washingtonexaminer.com/opinion/krugman-is-gaslighting-you-on-the-northeasts-covid-19-response
[1] https://twitter.com/wesyang/status/1288944029158211590
[1] https://twitter.com/paulkrugman/status/1288183784219856896
[1] https://twitter.com/DavidCornDC/status/1288160069473853440

Top URLs in Tweet in G5:
[4] https://www.huffpost.com/entry/paul-krugman-economy-prediction-coronavirus_n_5f2138a0c5b66859f1f40147
[3] https://www.nytimes.com/2020/08/03/opinion/republicans-unemployed-coronavirus.html
[2] https://www.youtube.com/watch?v=-OKQ6rWsfyE&feature=youtu.be

[2] https://twitter.com/dave_krugman/status/1287104961982205955
[2] https://www.handelsblatt.com/26033908.html
[1] https://twitter.com/elliswes/status/1287104717286506498
[1] https://twitter.com/instagram/status/1287426661739163648
[1] https://twitter.com/borzou/status/1287483595557408771
[1] https://twitter.com/joshuawongcf/status/1288474860725862401
[1] https://twitter.com/caucasianjames/status/1289382418390986752

Top URLs in Tweet in G6:
[12] https://www.ilfattoquotidiano.it/2020/07/24/perche-lamerica-non-puo-essere-come-litalia-li-non-ci-sono-incapaci-il-premio-nobel-krugman-promuove-la-gestione-covid-di-roma/5879238/
[2] https://it.businessinsider.com/usa-invidiano-italia-coronavirus-covid-krugman-nobel-new-york-times/
[2] https://www.tpi.it/esteri/new-york-times-paul-krugman-italia-modello-per-coronavirus-20200725640910/
[1] https://www.ilfattoquotidiano.it/2020/07/24/perche-lamerica-non-puo-essere-come-litalia-li-non-ci-sono-incapaci-il-premio-nobel-krugman-promuove-la-gestione-covid-di-roma/5879238/?utm_campaign=archivio&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G7:
[2] https://www.cnn.com/2020/07/28/health/us-coronavirus-tuesday/index.html?sr=twCNN072820us-coronavirus-tuesday1115PMVODtop

Top URLs in Tweet in G8:
[3] https://twitter.com/ragnar_lives/status/1287389439170248706?s=20
[1] https://twitter.com/paulkrugman/status/1287354555445972992

Top URLs in Tweet in G9:
[5] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[5] https://www.nytimes.com/2020/07/02/opinion/trump-covid-economy.html
[3] https://www.thedailybeast.com/how-paul-krugman-made-donald-trump-possible
[2] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/#.XyoGdYP7dco.twitter
[2] https://www.dailykos.com/story/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[2] https://www.rawstory.com/2020/07/economist-paul-krugman-gops-cult-of-selfishness-informed-its-destructive-response-to/
[2] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/
[1] https://www.nytimes.com/2014/09/22/opinion/paul-krugman-those-lazy-jobless.html
[1] https://business.time.com/2011/08/16/paul-krugman-an-alien-invasion-could-fix-the-economy/
[1] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/amp/?__twitter_impression=true

Top URLs in Tweet in G10:
[45] https://www.nytimes.com/2020/07/27/opinion/us-republicans-coronavirus.html?referringSource=articleShare
[20] https://www.rawstory.com/2020/07/trump-is-a-nightmare-that-refuses-to-go-away-paul-krugman/
[2] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/
[1] https://www.rawstory.com/2020/07/economist-paul-krugman-gops-cult-of-selfishness-informed-its-destructive-response-to/
[1] https://www.rawstory.com/2020/08/millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care-paul-krugman/#.XymOiljmzk4.twitter
[1] https://www.alternet.org/2020/08/economist-paul-krugman-millions-of-americans-will-soon-be-in-dire-financial-straits-and-republicans-dont-care/#.XymJjIDm5WU.twitter
[1] https://www.salon.com/2020/07/28/paul-krugman-gops-cult-of-selfishness-informed-its-destructive-response-to-coronavirus-pandemic_partner/
[1] https://www.rawstory.com/2020/07/economist-paul-krugman-gops-cult-of-selfishness-informed-its-destructive-response-to/#.XyBHxNmzxAQ.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[437] nytimes.com
[391] twitter.com
[342] dailykos.com
[260] rawstory.com
[99] huffpost.com
[72] salon.com
[69] youtube.com
[65] alternet.org
[50] cnbc.com
[48] businessinsider.com

Top Domains in Tweet in G1:
[200] dailykos.com
[179] nytimes.com
[170] twitter.com
[99] rawstory.com
[41] alternet.org
[29] cnbc.com
[19] huffpost.com
[18] salon.com
[18] com.br
[17] ilfattoquotidiano.it

Top Domains in Tweet in G2:
[24] twitter.com
[20] nytimes.com
[8] dailykos.com
[6] foxnews.com
[5] nationalreview.com
[2] cnn.com
[2] politico.com
[2] sura-am.com
[2] google.com
[2] thehill.com

Top Domains in Tweet in G3:
[15] tpi.it
[9] businessinsider.com
[1] ilfattoquotidiano.it

Top Domains in Tweet in G4:
[12] twitter.com
[1] washingtonexaminer.com

Top Domains in Tweet in G5:
[14] twitter.com
[8] nytimes.com
[4] huffpost.com
[3] youtube.com
[3] handelsblatt.com
[2] businessinsider.com
[2] affaritaliani.it
[1] google.com
[1] npr.org
[1] foxnews.com

Top Domains in Tweet in G6:
[13] ilfattoquotidiano.it
[2] businessinsider.com
[2] tpi.it

Top Domains in Tweet in G7:
[2] cnn.com

Top Domains in Tweet in G8:
[4] twitter.com

Top Domains in Tweet in G9:
[9] nytimes.com
[8] rawstory.com
[7] dailykos.com
[5] twitter.com
[3] thedailybeast.com
[2] alternet.org
[1] time.com
[1] actblue.com
[1] substack.com
[1] mercurynews.com

Top Domains in Tweet in G10:
[45] nytimes.com
[25] rawstory.com
[1] alternet.org
[1] salon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] coronavirus
[39] salvinisomaro
[33] smartnews
[31] covid19
[31] krugman
[24] republicans
[14] conte
[13] republicansvirus
[12] wtpblue
[12] newyorktimes



Top Hashtags in Tweet in G1:
[17] smartnews
[12] covid19
[11] coronavirus
[6] krugman
[5] italia
[5] economy
[5] news
[4] newyorktimes
[4] usa
[3] economía

Top Hashtags in Tweet in G2:
[2] gopcomplicittraitors
[2] covid19
[2] krugman
[2] fomo
[1] nytletters
[1] oped
[1] open
[1] future
[1] hope
[1] futurosposibles

Top Hashtags in Tweet in G3:
[5] porchetta
[1] negazionisti
[1] salvirus
[1] bocelli

Top Hashtags in Tweet in G5:
[7] nyc
[7] unemployed
[7] republicans
[7] onev1
[7] demcast
[2] a7siii
[2] covid19
[1] bealpha
[1] sonyalpha
[1] caresact

Top Hashtags in Tweet in G6:
[42] coronavirus
[37] salvinisomaro
[1] orgoglio5stelle
[1] conte
[1] m5s
[1] america
[1] krugman
[1] covid_19
[1] 25luglio

Top Hashtags in Tweet in G9:
[2] covid19
[2] loserinchief
[1] trump2020
[1] testing
[1] coronavirus
[1] pandemic
[1] protests2020
[1] protests
[1] moscowmitch
[1] fact

Top Words
Top Words in Tweet in Entire Graph:
[5812] krugman
[3526] paul
[1038] nobel
[1024] paulkrugman
[664] economist
[631] premio
[585] trump
[525] gestione
[501] perché
[498] selfishness

Top Words in Tweet in G1:
[1038] krugman
[697] paul
[163] gop
[140] selfishness
[138] cult
[126] americans
[119] trump
[113] nails
[111] america
[106] hide

Top Words in Tweet in G2:
[928] paulkrugman
[421] krugman
[380] crisis
[265] 2008
[261] especially
[260] housing
[260] bubble
[259] florida
[259] hit
[259] hard

Top Words in Tweet in G3:
[347] krugman
[328] gestione
[323] premio
[323] nobel
[310] paul
[308] pandemia
[299] l'italia
[295] perché
[294] vergognare
[293] sta

Top Words in Tweet in G4:
[215] krugman
[169] rid
[166] paul
[118] becketadams
[83] nobel
[83] name
[81] missed
[81] laureate
[81] joseph
[80] lol

Top Words in Tweet in G5:
[127] dave_krugman
[118] nytimes
[71] krugman
[60] paul
[28] timbuz1
[28] sonyalpha
[26] squirl00
[25] adorama
[21] haralduhlig
[17] paulkrugman

Top Words in Tweet in G6:
[243] non
[195] krugman
[184] nobel
[182] italia
[179] premio
[137] ci
[133] come
[126] perché
[121] può
[120] essere

Top Words in Tweet in G7:
[144] paul
[139] times
[138] thing
[137] squandered
[137] chance
[137] actually
[137] bring
[137] under
[137] control
[137] york

Top Words in Tweet in G8:
[156] boriquagato
[99] cases
[84] krugman
[56] testing
[56] peak
[55] adjust
[55] rise
[55] case
[55] level
[55] drops

Top Words in Tweet in G9:
[72] krugman
[50] paul
[33] realdonaldtrump
[21] gop
[19] republicans
[15] rcooley123
[15] soon
[15] don
[15] trump
[14] americans

Top Words in Tweet in G10:
[147] krugman
[82] paul
[70] realtuckfrumper
[68] selfishness
[67] cult
[49] americans
[47] millions
[47] america
[46] republicans
[45] absolutely

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3343] paul,krugman
[628] premio,nobel
[471] economist,paul
[459] cult,selfishness
[395] york,times
[321] krugman,premio
[306] gestione,pandemia
[304] sulla,gestione
[304] l'italia,sta
[303] pandemia,l'italia

Top Word Pairs in Tweet in G1:
[674] paul,krugman
[129] cult,selfishness
[111] krugman,nails
[106] hide,wall
[104] nails,gop
[104] gop,hide
[81] americans,living
[80] living,republican
[80] republican,dream
[80] dream,paul

Top Word Pairs in Tweet in G2:
[259] housing,bubble
[258] aftermath,2008
[258] 2008,crisis
[258] crisis,florida
[258] florida,hit
[258] hit,especially
[258] especially,hard
[258] hard,bursting
[258] bursting,housing
[257] paulkrugman,aftermath

Top Word Pairs in Tweet in G3:
[323] premio,nobel
[310] paul,krugman
[291] sulla,gestione
[291] gestione,pandemia
[291] pandemia,l'italia
[291] l'italia,sta
[291] sta,facendo
[291] facendo,vergognare
[291] vergognare,l'america
[291] l'america,paul

Top Word Pairs in Tweet in G4:
[166] paul,krugman
[81] nobel,laureate
[80] lol,missed
[80] missed,part
[80] part,nobel
[80] laureate,paul
[80] krugman,argued
[80] argued,spanish
[80] spanish,form
[80] form,name

Top Word Pairs in Tweet in G5:
[60] dave_krugman,nytimes
[40] paul,krugman
[23] squirl00,dave_krugman
[16] a7s,iii
[15] sonyalpha,adorama
[15] adorama,timbuz1
[15] black,american
[13] politely,suggest
[13] suggest,replace
[13] replace,paul

Top Word Pairs in Tweet in G6:
[179] premio,nobel
[140] nobel,krugman
[120] non,può
[120] può,essere
[120] essere,come
[119] lì,non
[119] non,ci
[119] ci,sono
[116] come,italia
[116] italia,lì

Top Word Pairs in Tweet in G7:
[137] squandered,chance
[137] chance,actually
[137] actually,bring
[137] bring,thing
[137] thing,under
[137] under,control
[137] control,york
[137] york,times
[137] times,columnist
[137] columnist,economist

Top Word Pairs in Tweet in G8:
[55] adjust,rise
[55] rise,testing
[55] testing,case
[55] case,level
[55] level,drops
[55] drops,precipitously
[55] precipitously,yes
[55] yes,reported
[55] reported,cases
[55] cases,210

Top Word Pairs in Tweet in G9:
[48] paul,krugman
[14] don,care
[13] millions,americans
[13] americans,soon
[13] soon,dire
[13] dire,financial
[13] financial,straits
[13] straits,republicans
[13] republicans,don
[13] care,paul

Top Word Pairs in Tweet in G10:
[82] paul,krugman
[66] cult,selfishness
[47] america,cult
[45] absolutely,loved
[45] loved,piece
[45] piece,krugman
[45] krugman,america
[44] millions,americans
[44] georgehahn,absolutely
[41] americans,soon

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@dave_krugman
@squirl00
@nytopinion
@boriquagato
@perbylund
@johnfmauldin
@realdonaldtrump
@cnn
@wesyang

Top Replied-To in G2:
@paulkrugman
@nytopinion
@baseballcrank
@maxnordau
@camanpour
@profgalloway
@erik_engquist
@dschindlerecon
@donovandjames
@security_gamera

Top Replied-To in G3:
@p_m_1960
@deputatipd
@aonthemooon
@domecaruso71
@il_vitello
@la_manina__

Top Replied-To in G4:
@wesyang
@jmhorp
@becketadams
@larcenblack
@smod4real
@politicalmath
@andrewtollemach
@ne0liberal
@tat_tva
@realalisonpoole

Top Replied-To in G5:
@dave_krugman
@squirl00
@nytimes
@paulkrugman
@fauxly
@kotecinho
@linusnhiscamera
@yoannsrfc
@lamazzadihazza
@libertatummori

Top Replied-To in G6:
@fattoquotidiano

Top Replied-To in G7:
@cnn
@steinernomics
@newsbusters
@jamillahhhh
@johnjharwood

Top Replied-To in G8:
@boriquagato
@rbreich
@paulkrugman
@maxghenis
@covidtweets
@stephen07069318
@hold2llc
@nevertr06097328
@jeffporto2
@barnes_law

Top Replied-To in G9:
@realdonaldtrump
@senatemajldr
@gop
@psychedelicbart
@speakerpelosi
@ianmcohen
@jonasbakken
@badenmlpd
@joebiden
@realomarnavarro

Top Mentioned
Top Mentioned in Entire Graph:
@paulkrugman
@la_manina__
@boriquagato
@cnn
@becketadams
@nytimes
@realtuckfrumper
@tadeof98
@cnbc
@dave_krugman

Top Mentioned in G1:
@ann_neels
@williesband
@blacklistednews
@marcladoxa
@truromanticlife
@athleticanchovy
@kkanner123
@retirefund
@trueblueliberal
@fernand46357857

Top Mentioned in G2:
@paulkrugman
@nytopinion
@rubenzorian
@imf_podcast
@imfnews
@camanpour
@baseballcrank
@amanpourcopbs
@p
@addiewoolf

Top Mentioned in G3:
@la_manina__
@tpi
@p_m_1960
@deputatipd
@ghostri00817922
@cesarebrogi1
@pdnetwork
@johnhard3
@gianricocarof
@desantis1948

Top Mentioned in G4:
@becketadams
@smod4real
@politicalmath
@rbpundit
@neoavatara
@philwmagness
@ne0liberal
@andrewtollemach
@wesyang
@larcenblack

Top Mentioned in G5:
@nytimes
@dave_krugman
@timbuz1
@sonyalpha
@adorama
@haralduhlig
@paulkrugman
@kotecinho
@alfredodattorre
@peggystuart

Top Mentioned in G6:
@antipiretico1
@tonisonia
@giolario
@pinodemarco
@fattoquotidiano
@enniogiannascol
@laura_maffi
@5stelletv
@la_manina__
@antigiornalista

Top Mentioned in G7:
@cnn
@cnntonight
@johnjharwood
@paulkrugman
@rwitchger
@steinernomics
@berkeleyhunt4
@doroodworld
@nikkibaeley
@politics_polls

Top Mentioned in G8:
@boriquagato
@rbreich
@paulkrugman
@ragnar_lives
@diceo
@hold2llc
@marypatriott
@kerpen
@aaronerickson
@maxghenis

Top Mentioned in G9:
@realdonaldtrump
@rcooley123
@gop
@elonmusk
@aghamilton29
@paulkrugman
@joebiden
@hughhewitt
@bmangh
@senatemajldr

Top Mentioned in G10:
@realtuckfrumper
@georgehahn
@dragonfly_drama
@jungmanlaura
@paulkrugman
@maybeawriter
@salon
@dinaellithorpe

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@the_news_diva
@rashidaldosari
@dichristine
@robinsnewswire
@jurylady5
@cowboyscifibot
@diraholanda
@solutioneer72

Top Tweeters in G1:
@pulpnews
@robinsnewswire
@thehallicjshow
@britpoptarts
@onahunttoday
@gstuedler
@guzmanadrian
@crisisdigest
@arishmaryshow
@davidpsdem

Top Tweeters in G2:
@dichristine
@phillip92321
@bkindngood
@russelltim151
@mayirmamay14
@vedehimajumdar
@eddarrell
@hijcp
@tyberzannxxxx
@ken_crichlow

Top Tweeters in G3:
@corriere
@johnhard3
@cesarebrogi1
@ve10ve
@alfonso0070
@giuspecoraro
@claudiozavatti1
@castell32082033
@albertocaldana
@bb91687509

Top Tweeters in G4:
@madanabhat
@helloteamtrump
@clark7950
@schwingcat
@victorb123
@rbpundit
@varadmehta
@anthonyabides
@neoavatara
@abbaeema41

Top Tweeters in G5:
@nytimes
@washingtonpost
@wsj
@nfl
@npr
@dontbeinsane_
@greatdismal
@handelsblatt
@peggystuart
@dlonorse

Top Tweeters in G6:
@marino29b
@gjscco
@sergimagugliani
@soniabetz1
@paolatacconi
@mariaaversano1
@tranellio
@gstelluti
@marcevann
@siciliano741

Top Tweeters in G7:
@tres444
@govsherazkhan
@world_news_eng
@ikateufel
@cnn
@pazutzin
@yaya17017
@kjgheroman
@st_h_n_
@juancplascencia

Top Tweeters in G8:
@realgrace_kelly
@aclassicliberal
@nikitasdad
@jslate__
@barnes_law
@blamebiggovt
@jevaughn_brown
@cacamerongop
@majajwo
@kerpen

Top Tweeters in G9:
@jjauthor
@sophialamar1
@floochowsky
@bmangh
@rcooley123
@lrihendry
@asoldiersvoice
@amyharlib
@seldengadawgs
@diannemando

Top Tweeters in G10:
@570karen
@bengin1003
@cindyceemerson
@nutmeg3isme
@joemac1114
@funinmia
@jwahjwah
@arenasjoseluis4
@miraclesart
@shawrls